# Federated Multi-View Synthesizing for Metaverse. (arXiv:2401.00859v1 [eess.IV])


The metaverse is expected to provide immersive entertainment, education, and
business applications. However, virtual reality (VR) transmission over wireless
networks is data- and computation-intensive, making it critical to introduce
novel solutions that meet stringent quality-of-service requirements. With recent
advances in edge intelligence and deep learning, we have developed a novel
multi-view synthesizing framework that can efficiently provide computation,
storage, and communication resources for wireless content delivery in the
metaverse. We propose a three-dimensional (3D)-aware generative model that uses
collections of single-view images. These single-view images are transmitted to a
group of users with overlapping fields of view, which avoids massive

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